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        "evidence": "Title states the insight: '2024 promises to be year of transitions...'",
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        "matchId": "019dd95a-0d40-7758-be3e-3e5e2db323f7",
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          "description": "Similar-looking elements perceived as related - consistent styling for related concepts",
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        "evidence": "'Most major economies closed out 2023 with sluggish activity momentum...'",
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      {
        "tool": {
          "name": "Annotation",
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          "canonId": "019dd956-b5b9-7668-bf0e-3af99823ec5c",
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        "agents": [
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        "evidence": "Three callout boxes annotate specific country results",
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            "evidence": "Exec summary + economic outlook data with country PMIs, scenarios",
            "position": 1,
            "start_page": 4
          },
          {
            "name": "The Implications (So What)",
            "end_page": 19,
            "evidence": "Section divider + 'Top 10 trends for 2024' synthesizes implications",
            "position": 2,
            "start_page": 18
          },
          {
            "name": "The Action (Now What)",
            "end_page": 39,
            "evidence": "Each trend ends with a 'Business considerations' recommendation slide",
            "position": 3,
            "start_page": 20
          }
        ],
        "evidence": "Deck moves from facts (economic data p4-17) to implications (top-10 trend list p18-19) to action (recommendation slides p20-39).",
        "confidence": 82
      },
      "loops": [
        {
          "id": 51,
          "slug": "51-voice-of-customer",
          "end_page": 6,
          "evidence": "p6 displays seven verbatim client questions captured from December–January conversations.",
          "position": 1,
          "objective": "Frame the brief around what clients are asking",
          "confidence": 80,
          "start_page": 4
        },
        {
          "id": 2,
          "slug": "02-pattern-hunter",
          "end_page": 12,
          "evidence": "PMI snapshot, momentum heatmap, cyclical impulses, structural forces, Red Sea risk all aggregate to one conclusion.",
          "position": 2,
          "objective": "Synthesize multiple data points into a coherent state of the global economy",
          "confidence": 78,
          "start_page": 8
        },
        {
          "id": 35,
          "slug": "35-scenario-fork",
          "end_page": 17,
          "evidence": "p13–16 each present 3 scenarios (Soft landing/Weakflation/Mild recession etc.) with one tagged 'Most likely'.",
          "position": 3,
          "objective": "Lay out per-region scenarios and identify the most-likely path",
          "confidence": 88,
          "start_page": 13
        },
        {
          "id": 41,
          "slug": "41-so-what-cascade",
          "end_page": 29,
          "evidence": "Each trend pair: chart slide stating the insight followed by a 'Business considerations' recommendation slide.",
          "position": 4,
          "objective": "For trends 1–5, drive from data to insight to recommendation",
          "confidence": 82,
          "start_page": 20
        },
        {
          "id": 41,
          "slug": "41-so-what-cascade",
          "end_page": 39,
          "evidence": "Same data-then-recommendation cadence: elections, M&A, property, minerals, industrial policy.",
          "position": 5,
          "objective": "For trends 6–10, drive from data to insight to recommendation",
          "confidence": 82,
          "start_page": 30
        }
      ],
      "slide_tools": [
        {
          "tools": [
            {
              "id": 149,
              "slug": "typography-hierarchy",
              "layer": "Slide",
              "evidence": "Cover relies on title typography hierarchy with date subtitle",
              "confidence": 70
            }
          ],
          "page_number": 1
        },
        {
          "tools": [
            {
              "id": 142,
              "slug": "grid-system",
              "layer": "Slide",
              "evidence": "TOC laid out on aligned grid",
              "confidence": 70
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Contents chunked into Executive Summary / Outlook / Top 10",
              "confidence": 70
            }
          ],
          "page_number": 2
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states the insight: '2024 promises to be year of transitions...'",
              "confidence": 92
            },
            {
              "id": 119,
              "slug": "so-what-test",
              "layer": "Slide",
              "evidence": "Callout articulates the so-what about structural forces",
              "confidence": 80
            },
            {
              "id": 153,
              "slug": "core-message-extraction",
              "layer": "Slide",
              "evidence": "Single overarching thesis distilled in title",
              "confidence": 75
            },
            {
              "id": 1,
              "slug": "scqa-framework",
              "layer": "Block",
              "evidence": "Opens situation/complication framing for the brief",
              "confidence": 70
            },
            {
              "id": 9,
              "slug": "audience-definition",
              "layer": "Block",
              "evidence": "Block oriented to 'Companies' as audience throughout",
              "confidence": 65
            }
          ],
          "page_number": 4
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title names the three risks: GenAI, rates, geopolitics",
              "confidence": 92
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple side blocks separate 'Regional perspectives' vs 'Considerations'",
              "confidence": 80
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Two-column hierarchy with bolded country names",
              "confidence": 75
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "GenAI + rates + geopolitics = explicit triad in headline",
              "confidence": 75
            }
          ],
          "page_number": 5
        },
        {
          "tools": [
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Seven verbatim quoted client questions used as evidence",
              "confidence": 88
            },
            {
              "id": 156,
              "slug": "emotional-appeal",
              "layer": "Slide",
              "evidence": "Quotes convey client anxiety and uncertainty",
              "confidence": 70
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Identical speech-bubble cards group the quotes visually",
              "confidence": 78
            },
            {
              "id": 70,
              "slug": "storytelling-effect",
              "layer": "Block",
              "evidence": "Real client voices anchor the narrative",
              "confidence": 70
            }
          ],
          "page_number": 6
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Most major economies closed out 2023 with sluggish activity momentum...'",
              "confidence": 92
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Three side-by-side panels: Manufacturing, Services, Composite",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Three callout boxes annotate specific country results",
              "confidence": 90
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple = current month vs grey = prev 3-month average",
              "confidence": 78
            },
            {
              "id": 74,
              "slug": "inductive-reasoning",
              "layer": "Loop",
              "evidence": "Country-by-country evidence builds to global pattern conclusion",
              "confidence": 80
            },
            {
              "id": 3,
              "slug": "pyramid-principle",
              "layer": "Block",
              "evidence": "Answer (sluggish global momentum) stated first, evidence beneath",
              "confidence": 72
            }
          ],
          "page_number": 8
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states slump-in-manufacturing insight",
              "confidence": 92
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Red/yellow/green heatmap encodes momentum across 14 countries x 5 metrics",
              "confidence": 92
            },
            {
              "id": 131,
              "slug": "gestalt-principles",
              "layer": "Slide",
              "evidence": "Country rows and metric columns grouped by proximity and similarity",
              "confidence": 85
            },
            {
              "id": 139,
              "slug": "pre-attentive-attributes",
              "layer": "Slide",
              "evidence": "Color hue communicates direction at a glance",
              "confidence": 88
            },
            {
              "id": 125,
              "slug": "data-ink-ratio",
              "layer": "Slide",
              "evidence": "Heatmap strips chartjunk to color cells",
              "confidence": 70
            }
          ],
          "page_number": 9
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'cyclical impulses... drag on growth but supportive of disinflation'",
              "confidence": 90
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Force-name labels with descriptions beneath",
              "confidence": 70
            }
          ],
          "page_number": 10
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'emerging structural forces will exert increasingly greater pull...'",
              "confidence": 92
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Four labelled forces with thumbnails and bulleted descriptions",
              "confidence": 78
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each force has an iconographic image",
              "confidence": 65
            },
            {
              "id": 34,
              "slug": "the-rule-of-three",
              "layer": "Block",
              "evidence": "Four forces presented (close to triad) as MECE structural drivers",
              "confidence": 55
            }
          ],
          "page_number": 11
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title flags Red Sea disruption as emerging downside risk",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "239% callout figure dominates with annotation",
              "confidence": 75
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Spike in shipping rates highlighted against baseline",
              "confidence": 70
            }
          ],
          "page_number": 12
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Headline: 'weakflation is base case for US economy'",
              "confidence": 92
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Weakflation column outlined in red dashed border + 'Most likely' tag",
              "confidence": 90
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Three scenario columns contrasted side-by-side",
              "confidence": 85
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Highlighted scenario column visually marked",
              "confidence": 80
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Same row labels (Description / Drivers / Implications) replicated across countries",
              "confidence": 88
            },
            {
              "id": 19,
              "slug": "hypothesis-driven-structure",
              "layer": "Block",
              "evidence": "Each region tested against three scenarios with 'most likely' verdict",
              "confidence": 80
            }
          ],
          "page_number": 13
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "'Stagflation most likely scenario for continental Europe'",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Most-likely scenario column visually highlighted",
              "confidence": 85
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Slide",
              "evidence": "Mirrors p13's three-scenario layout",
              "confidence": 80
            }
          ],
          "page_number": 14
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states tepid-recovery base case for UK",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "'Most likely' column emphasized",
              "confidence": 82
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Slide",
              "evidence": "Same scenario template as US/Europe slides",
              "confidence": 80
            }
          ],
          "page_number": 15
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Deceleration to lower structural growth rate is base case for China'",
              "confidence": 90
            },
            {
              "id": 158,
              "slug": "von-restorff-effect",
              "layer": "Slide",
              "evidence": "Most-likely column highlighted",
              "confidence": 80
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Slide",
              "evidence": "Same scenario template",
              "confidence": 80
            }
          ],
          "page_number": 16
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Headline summarizes Japan/India/Brazil outlooks",
              "confidence": 88
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Country panels with bold leads",
              "confidence": 70
            }
          ],
          "page_number": 17
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title summarizes the 10 trends in one sentence",
              "confidence": 92
            },
            {
              "id": 116,
              "slug": "chunking",
              "layer": "Loop",
              "evidence": "Ten numbered, equal-sized trend rows",
              "confidence": 92
            },
            {
              "id": 165,
              "slug": "picture-superiority-effect",
              "layer": "Slide",
              "evidence": "Each trend paired with a thumbnail image",
              "confidence": 75
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Repeated row template signals MECE list",
              "confidence": 75
            },
            {
              "id": 2,
              "slug": "mece-principle",
              "layer": "Block",
              "evidence": "Ten distinct, non-overlapping trend categories",
              "confidence": 80
            },
            {
              "id": 63,
              "slug": "millers-law",
              "layer": "Block",
              "evidence": "Ten chunks slightly above 7+/-2; each kept to a single line",
              "confidence": 60
            }
          ],
          "page_number": 19
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states divergence-widens insight",
              "confidence": 92
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Excess savings chart paired with delinquency-rate chart",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout: 'Top earners still have substantial cash stockpile...'",
              "confidence": 90
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Purple gradient encodes income quintiles",
              "confidence": 75
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Sets the data-then-recommendation pattern repeated for trends 1-5",
              "confidence": 78
            }
          ],
          "page_number": 20
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states recommendation: 'Companies should be agile in adapting marketing, pricing...'",
              "confidence": 92
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Four bolded recommendation themes anchor the table",
              "confidence": 78
            },
            {
              "id": 161,
              "slug": "law-of-similarity",
              "layer": "Slide",
              "evidence": "Identical row pattern across four recommendations",
              "confidence": 70
            }
          ],
          "page_number": 21
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Real pay gaps... sustain upward pressure on labor costs'",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout names the real-purchasing-power deficit",
              "confidence": 75
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Inflation vs wage-growth lines contrasted on one chart",
              "confidence": 70
            }
          ],
          "page_number": 22
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title states recommendation to focus on productivity",
              "confidence": 88
            }
          ],
          "page_number": 23
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'expanding access... will democratize AI application development'",
              "confidence": 90
            },
            {
              "id": 154,
              "slug": "concrete-language",
              "layer": "Slide",
              "evidence": "Concrete example: Mistral and X.AI built models with <20 people",
              "confidence": 75
            },
            {
              "id": 224,
              "slug": "singularity-effect",
              "layer": "Slide",
              "evidence": "Specific named labs make the claim tangible",
              "confidence": 60
            }
          ],
          "page_number": 24
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'firms must move beyond Gen AI pilots... roadmap to embed and expose'",
              "confidence": 92
            },
            {
              "id": 159,
              "slug": "contrast-principle",
              "layer": "Slide",
              "evidence": "Two arrow-shaped horizon banners contrast Immediate vs Medium term",
              "confidence": 80
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Pull-quote from 'Global CIO, Major Retail Group' in side panel",
              "confidence": 78
            },
            {
              "id": 78,
              "slug": "contrast-pairs",
              "layer": "Loop",
              "evidence": "Now vs medium-term contrast frames the recommendation",
              "confidence": 80
            }
          ],
          "page_number": 25
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'higher-for-longer rates... amplify corporate bankruptcy pressures'",
              "confidence": 92
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Bankruptcy-trend chart paired with debt-maturity stack",
              "confidence": 90
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Two callouts: refinancing pressures + speculative-grade refinance spike",
              "confidence": 90
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Light-purple speculative vs dark-purple investment-grade segments",
              "confidence": 80
            }
          ],
          "page_number": 26
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'CFOs should focus on strengthening balance sheets...'",
              "confidence": 90
            },
            {
              "id": 132,
              "slug": "visual-hierarchy",
              "layer": "Slide",
              "evidence": "Recommendation themes structured in table layout",
              "confidence": 70
            }
          ],
          "page_number": 27
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'China de-risking involves diversifying supply chains...'",
              "confidence": 90
            },
            {
              "id": 169,
              "slug": "authority-bias",
              "layer": "Slide",
              "evidence": "Callout cites 'Leaders at G-7 Hiroshima summit'",
              "confidence": 70
            }
          ],
          "page_number": 28
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Companies should adapt to... and hedge against political risk'",
              "confidence": 88
            }
          ],
          "page_number": 29
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'major geopolitical players will hold elections in 2024...'",
              "confidence": 92
            },
            {
              "id": 130,
              "slug": "color-strategy",
              "layer": "Slide",
              "evidence": "Choropleth map shades election countries",
              "confidence": 80
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "55% / 60% callouts on world coverage",
              "confidence": 75
            },
            {
              "id": 87,
              "slug": "parallel-structure",
              "layer": "Loop",
              "evidence": "Restarts data-then-recommendation rhythm for trends 6-10",
              "confidence": 75
            }
          ],
          "page_number": 30
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'place greater focus on business continuity planning...'",
              "confidence": 88
            }
          ],
          "page_number": 31
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'M&A transactions are likely to rebound...'",
              "confidence": 90
            },
            {
              "id": 133,
              "slug": "small-multiples",
              "layer": "Slide",
              "evidence": "Multiple panels covering carve-outs, IPO market, dry powder",
              "confidence": 85
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout: 'Carve-out opportunities have grown...'",
              "confidence": 80
            }
          ],
          "page_number": 32
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Successful portfolio repositioning will require...'",
              "confidence": 88
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Callout: 'Private equity holds record funds ready to deploy'",
              "confidence": 70
            }
          ],
          "page_number": 33
        },
        {
          "tools": [
            {
              "id": 118,
              "slug": "action-titles",
              "layer": "Slide",
              "evidence": "Title: 'Housing affordability... near historical lows'",
              "confidence": 92
            },
            {
              "id": 138,
              "slug": "annotation",
              "layer": "Slide",
              "evidence": "Price-to-income ratios benchmarked against 2000s peak",
              "confidence": 78
            },
            {
              "id": 159,
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      "to": 19,
      "label": "The Implications (So What)",
      "description": "Section divider + 'Top 10 trends for 2024' synthesizes implications"
    },
    {
      "from": 20,
      "to": 39,
      "label": "The Action (Now What)",
      "description": "Each trend ends with a 'Business considerations' recommendation slide"
    }
  ],
  "loops": [
    {
      "from": 4,
      "to": 6,
      "label": "Voice Of Customer",
      "description": "Frame the brief around what clients are asking"
    },
    {
      "from": 8,
      "to": 12,
      "label": "Pattern Hunter",
      "description": "Synthesize multiple data points into a coherent state of the global economy"
    },
    {
      "from": 13,
      "to": 17,
      "label": "Scenario Fork",
      "description": "Lay out per-region scenarios and identify the most-likely path"
    },
    {
      "from": 20,
      "to": 29,
      "label": "So What Cascade",
      "description": "For trends 1–5, drive from data to insight to recommendation"
    },
    {
      "from": 30,
      "to": 39,
      "label": "So What Cascade",
      "description": "For trends 6–10, drive from data to insight to recommendation"
    }
  ]
}